Three-dimensional path planning for virtual bronchoscopy

被引:86
作者
Kiraly, AP
Helferty, JP
Hoffman, A
McLennan, G
Higgins, WE [1 ]
机构
[1] Penn State Univ, Dept Elect Engn, University Pk, PA 16802 USA
[2] Penn State Univ, Dept Comp Sci & Engn, University Pk, PA 16802 USA
[3] Penn State Univ, Dept Bioengn, University Pk, PA 16802 USA
[4] Siemens Corp Res, Princeton, NJ 08540 USA
[5] Lockheed Martin, King Of Prussia, PA 19406 USA
[6] Univ Iowa, Coll Med, Iowa City, IA 52242 USA
关键词
centerline analysis; CT bronchography; CT imaging; image-guided surgery; path planning; pulmonary imaging; virtual bronchoscopy; virtual endoscopy; 3-D imaging;
D O I
10.1109/TMI.2004.829332
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Multidetector computed-tomography (MDCT) scanners provide large high-resolution three-dimensional (3-D) images of the chest. MDCT scanning, when used in tandem with bronchoscopy, provides a state-of-the-art approach for lung-cancer assessment. We have been building and validating a lung-cancer assessment system, which enables virtual-bronchoscopic 3-D MDCT image analysis and follow-on image-guided bronchoscopy. A suitable path planning method is needed, however, for using this system. We describe a rapid, robust method for computing a set of 3-D airway-tree paths from MDCT images. The method first defines the skeleton of a given segmented 3-D chest image and then performs a multistage refinement of the skeleton to arrive at a final tree structure. The tree consists of a series of paths and branch structural data, suitable for quantitative airway analysis and smooth virtual navigation. A comparison of the method to a previously devised path-planning approach, using a set of human MDCT images, illustrates the efficacy of the method. Results are also presented for human lung-cancer assessment and the guidance of bronchoscopy.
引用
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页码:1365 / 1379
页数:15
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